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A Neuroscientific Approach to the Examination of Concussions in Student-Athletes
Published on: December 8, 2014
Normative Gray Matter Stiffness Gradients in the Human Brain Predict Patterns of Cortical Injury after Concussion
Adnan A Hirad1,2,3, Steven P Meyers4, Arun Venkataraman5
1Department of Surgery, University of Rochester Medical Center, Rochester, New York, USA.
New diffusion MRI methods reveal acute gray matter damage after mild traumatic brain injury (mTBI). Apparent fiber density (AFD) detects microstructural changes missed by conventional metrics, offering insights into mTBI recovery.
Area of Science:
- Neuroimaging
- Biophysics
- Neurology
Background:
- Traumatic brain injury (TBI) often leads to neurodegeneration, primarily affecting gray matter.
- Acute gray matter damage after mild TBI (mTBI) is difficult to detect with conventional diffusion tensor imaging (DTI) due to limitations in resolving cortical microarchitecture.
- Conventional DTI metrics are insensitive to the complex solid-phase matrix of gray matter, hindering the study of acute injury.
Purpose of the Study:
- To investigate whether constrained spherical deconvolution (CSD)-derived "total" apparent fiber density (AFD) can index gray matter microarchitecture and detect acute damage after mTBI.
- To test the hypothesis that regional AFD measurements covary with magnetic resonance elastography (MRE)-derived cortical stiffness in healthy adults.
- To evaluate AFD's ability to detect gray matter injury missed by traditional tensor metrics across different mTBI recovery stages.
Main Methods:
- Relating AFD from diffusion MRI in 349 healthy adults to MRE-derived shear modulus in an independent cohort of 59 healthy adults.
- Analyzing three cross-sectional mTBI cohorts (acute, subacute, chronic) compared to age- and sex-matched controls.
- Utilizing Cohen's *d* for effect size thresholding (|*d*| ≥ 2.0) to identify robust microstructural alterations in cortical parcels and white matter tracts.
Main Results:
- Regional AFD distribution explained 74% of the variance in MRE-measured cortical stiffness, confirming AFD's coupling to microstructural features influencing tissue rigidity.
- In mTBI cohorts, AFD detected significant gray matter disruption across acute (11 parcels), subacute (116 parcels), and chronic (>106 parcels) stages, outperforming DTI metrics.
- MRE-based stiffness in healthy controls predicted the direction and magnitude of AFD changes post-mTBI, with stiffer regions showing persistent decreases and less stiff regions showing recovery-related increases.
Conclusions:
- Constrained spherical deconvolution (CSD)-derived "total" apparent fiber density (AFD) provides in vivo evidence of acute gray matter damage after mild traumatic brain injury (mTBI).
- Joint analysis of diffusion MRI and MRE sharpens mechanistic interpretations of gray matter microarchitecture and detects disruption across the mTBI timeline.
- AFD represents a promising tool for assessing gray matter integrity and tracking recovery following mTBI, overcoming limitations of conventional diffusion tensor metrics.
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